AI Scientist

Job title:

AI Scientist

Company

Maya HTT

Job description

MAYA HTT is a world leading developer of digital industries software solutions. The world’s top tier engineering, manufacturing and industrial operations organizations rely on MAYA’s experience and expertise. MAYA HTT is at the forefront of innovation technology. Our team delivers extensive digitalization solutions and industrial AI, machine learning, Industrial edge, and Industry 4.0.As an AI Scientist focused on deep learning solutions, you’ll work closely with a team of industrial data engineering specialists, mostly with data coming from operational technologies (OT), historians, video streams, audio streams, and industrial sensor data. You will also work with engineering and manufacturing experts in order to solve industrial operations business use cases by leveraging machine learning, deep learning and advanced analytics. You will be called upon to align the data available to the use of the right AI technology(ies) and select the appropriate algorithm(s) to best solve the engineering and manufacturing challenges posed collaboratively by our clients and our own Maya engineering and manufacturing experts. You will collaborate with and sometimes help architect the right data pipelines which will help create practical AI-Ops (or ML-Ops) solutions for effective decision making. As is often the case in newer engineering and manufacturing applications leveraging AI technologies, you will work in an agile fashion to build algorithms and design experiments to extract the value within the data provided. Given Maya HTT’s focus in engineering and manufacturing AI applications, good understanding of RNN and LSTM for time-series handling as well as CNN, auto-encoders, and other deep neural networks applicable to AI-based machine vision for video/image processing and related transfer learning methods would be a key asset.What to expect as your main responsibilities:

• Provide skill management as the AI team leader for the AI Scientists sub-group part of the larger Maya HTT industrial AI+IIoT business group
• Continue to establish and maintain AI best practices and lead new enhancements
• Mentor and coach AI team members
• Collaborate with industrial data engineering specialists to validate, merge, and obtain the right data aligned to the business use case to solve
• Define the metrics to be tracked from a business perspective, and metrics to be optimized on the technical algorithm side
• Check for data cleanliness, random data labeling validation, and identifying dataset biases whenever relevant
• Estimate in an agile fashion the data quantity needed to reach minimum viable ML algorithm implementation as experiments proceed
• Choose the right deep learning or machine learning models and algorithms
• Experiment, build, and optimize selected algorithms and related hyper-parameters
• Leverage data mining to uncover interesting patterns or correlation using state-of-the-art methods
• Augment datasets either algorithmically or using third party sources of information when needed
• Enhance data collection procedures to include information that is relevant for building better engineering, manufacturing and industrial processes and related systems
• Present and communicate AI algorithm results in a clear manner
• Collaborate with 24/7/365 ML-Ops and full-stack developer team and ensure the tracking of ML/AI model performance overtime is done properly for adoption and longer term scalability and usage

You will be successful in this role if you have:

• A Master degree or PhD degree in a relevant computer science, engineering, science, or mathematics field of study
• At least 5 years of experience in AI applied to the industrial sector
• Excellent understanding of statistical modeling, machine learning, and deep learning techniques and algorithms, such as CNN, RNN, LSTM, DRL, GAN, Transformers, etc.
• Experience with common data science toolkits, such as NumPy, Scikit-learn, Tensorflow, Pytorch, Azure ML, AWS Sagemaker, NVIDIA DeepStream, etc.
• Excellent scripting and ML framework (typically python) programming skills
• Great communication and leadership skills
• Experience with data visualisation tools
• Experience with video and image data
• Great collaborative teamwork skills

Why join Maya HTT?

• Flex Working Hours and Hybrid Work. Office downtown Montreal, 2-minute walk from Atwater Metro.
• Permanent Position and Competitive Base Salary.
• 100% Employer-Paid Benefits starting from Day One: Medical, Dental, Vision, Life, Short/Long Term disability insurances.
• Retirement Savings: Group RRSP / DPSP Plan with Employer Contributions open to join from Day One.
• Career Growth Opportunities: Our flexible career paths allow you to grow, and we like to promote internally.
• Learning Opportunities: Learn from the best in the industry and develop your skills.
• Generous Time-Off Policy: We promote a Healthy Work-Life Balance with a Flexible PTO Policy, Sick/Personal Days, and a Summer Flex Schedule.
• Structured Onboarding Program: We’re invested in your success; you’ll have team members to support you and provide a wide range of assistance from Day One.
• Work on one of the most advanced software packages for thermo-mechanical analysis of turbomachinery.
• Join an award-winning company that is recognized worldwide as an industry leader.

Our Candidate Experience Flow: HR Virtual Screening Meeting – In person and Virtual Interviews – Job OfferMaya HTT is an equal opportunity employer and committed to fostering diversity and inclusion in the workplace. Accommodations are available upon request for candidates taking part in all aspects of the hiring and selection process.

Expected salary

Location

Montreal, QC

Job date

Wed, 05 Feb 2025 02:35:36 GMT

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